Dataset statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Number of variables | 11 | 9 |
| Number of observations | 4158 | 3930 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 357.5 KiB | 276.5 KiB |
| Average record size in memory | 88.0 B | 72.0 B |
Variable types
| Our Dataset | Collected Dataset | |
|---|---|---|
| Categorical | 4 | 2 |
| Numeric | 7 | 7 |
| Our Dataset | Collected Dataset | |
|---|---|---|
Ia is highly overall correlated with Vb and 2 other fields | Ia is highly overall correlated with G | High Correlation |
Ib is highly overall correlated with Va and 2 other fields | Ib is highly overall correlated with C | High Correlation |
Ic is highly overall correlated with C | Ic is highly overall correlated with C | High Correlation |
Va is highly overall correlated with Ib and 1 other fields | Alert not present in this dataset | High Correlation |
Vb is highly overall correlated with Ia and 1 other fields | Vb is highly overall correlated with Vc and 1 other fields | High Correlation |
Vc is highly overall correlated with Ia and 3 other fields | Vc is highly overall correlated with Vb and 2 other fields | High Correlation |
Fault is highly overall correlated with G | Fault is highly overall correlated with G | High Correlation |
G is highly overall correlated with Fault | G is highly overall correlated with Ia and 2 other fields | High Correlation |
C is highly overall correlated with Ic | C is highly overall correlated with Ib and 3 other fields | High Correlation |
B is highly overall correlated with Ib | Alert not present in this dataset | High Correlation |
A is highly overall correlated with Ia | Alert not present in this dataset | High Correlation |
Ia has unique values | Ia has unique values | Unique |
Ib has unique values | Ib has unique values | Unique |
Ic has unique values | Ic has unique values | Unique |
Va has unique values | Va has unique values | Unique |
Vb has unique values | Vb has unique values | Unique |
Fault has 180 (4.3%) zeros | Fault has 1182 (30.1%) zeros | Zeros |
Reproduction
| Our Dataset | Collected Dataset | |
|---|---|---|
| Analysis started | 2023-11-24 16:04:20.738539 | 2023-11-24 16:04:42.529420 |
| Analysis finished | 2023-11-24 16:04:42.524812 | 2023-11-24 16:04:57.769301 |
| Duration | 21.79 seconds | 15.24 seconds |
| Software version | ydata-profiling vv4.6.1 | ydata-profiling vv4.6.1 |
| Download configuration | config.json | config.json |
G
Categorical
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 32.6 KiB | 30.8 KiB |
| 1 | |
|---|---|
| 0 |
| 0 | |
|---|---|
| 1 |
Length
| Our Dataset | Collected Dataset | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Our Dataset | Collected Dataset | |
|---|---|---|
| Total characters | 4158 | 3930 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Our Dataset | Collected Dataset | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Our Dataset | Collected Dataset | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 1 |
| 3rd row | 1 | 0 |
| 4th row | 1 | 1 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2970 | |
| 0 | 1188 | 28.6% |
| Value | Count | Frequency (%) |
| 0 | 2232 | |
| 1 | 1698 |
Length
Histogram of lengths of the category
Common Values (Plot)
Our Dataset
Collected Dataset
| Value | Count | Frequency (%) |
| 1 | 2970 | |
| 0 | 1188 | 28.6% |
| Value | Count | Frequency (%) |
| 0 | 2232 | |
| 1 | 1698 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2970 | |
| 0 | 1188 | 28.6% |
| Value | Count | Frequency (%) |
| 0 | 2232 | |
| 1 | 1698 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4158 |
| Value | Count | Frequency (%) |
| Decimal Number | 3930 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2970 | |
| 0 | 1188 | 28.6% |
| Value | Count | Frequency (%) |
| 0 | 2232 | |
| 1 | 1698 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4158 |
| Value | Count | Frequency (%) |
| Common | 3930 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2970 | |
| 0 | 1188 | 28.6% |
| Value | Count | Frequency (%) |
| 0 | 2232 | |
| 1 | 1698 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4158 |
| Value | Count | Frequency (%) |
| ASCII | 3930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2970 | |
| 0 | 1188 | 28.6% |
| Value | Count | Frequency (%) |
| 0 | 2232 | |
| 1 | 1698 |
C
Categorical
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 32.6 KiB | 30.8 KiB |
| 1 | |
|---|---|
| 0 |
| 0 | |
|---|---|
| 1 |
Length
| Our Dataset | Collected Dataset | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Our Dataset | Collected Dataset | |
|---|---|---|
| Total characters | 4158 | 3930 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Our Dataset | Collected Dataset | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Our Dataset | Collected Dataset | |
|---|---|---|
| 1st row | 1 | 0 |
| 2nd row | 1 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2365 | |
| 0 | 1793 |
| Value | Count | Frequency (%) |
| 0 | 2314 | |
| 1 | 1616 |
Length
Histogram of lengths of the category
Common Values (Plot)
Our Dataset
Collected Dataset
| Value | Count | Frequency (%) |
| 1 | 2365 | |
| 0 | 1793 |
| Value | Count | Frequency (%) |
| 0 | 2314 | |
| 1 | 1616 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2365 | |
| 0 | 1793 |
| Value | Count | Frequency (%) |
| 0 | 2314 | |
| 1 | 1616 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4158 |
| Value | Count | Frequency (%) |
| Decimal Number | 3930 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2365 | |
| 0 | 1793 |
| Value | Count | Frequency (%) |
| 0 | 2314 | |
| 1 | 1616 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4158 |
| Value | Count | Frequency (%) |
| Common | 3930 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2365 | |
| 0 | 1793 |
| Value | Count | Frequency (%) |
| 0 | 2314 | |
| 1 | 1616 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4158 |
| Value | Count | Frequency (%) |
| ASCII | 3930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2365 | |
| 0 | 1793 |
| Value | Count | Frequency (%) |
| 0 | 2314 | |
| 1 | 1616 |
B
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4158 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2129 | |
| 0 | 2029 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1 | 2129 | |
| 0 | 2029 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2129 | |
| 0 | 2029 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4158 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2129 | |
| 0 | 2029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4158 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2129 | |
| 0 | 2029 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4158 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2129 | |
| 0 | 2029 |
A
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4158 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2569 | |
| 0 | 1589 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1 | 2569 | |
| 0 | 1589 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2569 | |
| 0 | 1589 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4158 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2569 | |
| 0 | 1589 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4158 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2569 | |
| 0 | 1589 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4158 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2569 | |
| 0 | 1589 |
Ia
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 4158 | 3930 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | -13.690351 | 11.46372 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -373.1524 | -883.54232 |
| Maximum | 659.97275 | 885.54698 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 2999 | 1957 |
| Negative (%) | 72.1% | 49.8% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -373.1524 | -883.54232 |
| 5-th percentile | -225.30528 | -818.74226 |
| Q1 | -79.925649 | -138.007 |
| median | -18.041977 | 0.88517926 |
| Q3 | 5.3981122 | 225.59069 |
| 95-th percentile | 306.67198 | 846.03826 |
| Maximum | 659.97275 | 885.54698 |
| Range | 1033.1251 | 1769.0893 |
| Interquartile range (IQR) | 85.323761 | 363.5977 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 156.97827 | 467.35288 |
| Coefficient of variation (CV) | -11.466344 | 40.767997 |
| Kurtosis | 5.6615711 | -0.42841512 |
| Mean | -13.690351 | 11.46372 |
| Median Absolute Deviation (MAD) | 35.977598 | 184.68374 |
| Skewness | 1.8428627 | 0.023595775 |
| Sum | -56924.479 | 45052.418 |
| Variance | 24642.178 | 218418.72 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -18.57624692 | 1 | < 0.1% |
| -196.524354 | 1 | < 0.1% |
| 4.178688918 | 1 | < 0.1% |
| -15.39002545 | 1 | < 0.1% |
| -56.74951427 | 1 | < 0.1% |
| -18.09885706 | 1 | < 0.1% |
| -8.90408023 | 1 | < 0.1% |
| -68.7888426 | 1 | < 0.1% |
| -101.9865122 | 1 | < 0.1% |
| -214.8537626 | 1 | < 0.1% |
| Other values (4148) | 4148 |
| Value | Count | Frequency (%) |
| -25.96680477 | 1 | < 0.1% |
| 499.8638951 | 1 | < 0.1% |
| 168.6653879 | 1 | < 0.1% |
| 552.3765666 | 1 | < 0.1% |
| 37.53980142 | 1 | < 0.1% |
| 713.7109093 | 1 | < 0.1% |
| -330.6504525 | 1 | < 0.1% |
| -56.79977885 | 1 | < 0.1% |
| -37.3162208 | 1 | < 0.1% |
| 4.583159814 | 1 | < 0.1% |
| Other values (3920) | 3920 |
| Value | Count | Frequency (%) |
| -373.152398 | 1 | |
| -373.0150815 | 1 | |
| -372.7563352 | 1 | |
| -369.7578019 | 1 | |
| -369.7464044 | 1 | |
| -368.1862297 | 1 | |
| -367.8124215 | 1 | |
| -367.5008224 | 1 | |
| -366.916855 | 1 | |
| -365.3396922 | 1 |
| Value | Count | Frequency (%) |
| -883.5423165 | 1 | |
| -883.528982 | 1 | |
| -883.4823482 | 1 | |
| -883.2043858 | 1 | |
| -883.1904127 | 1 | |
| -882.995539 | 1 | |
| -882.8266322 | 1 | |
| -882.6689661 | 1 | |
| -882.5282922 | 1 | |
| -882.4019447 | 1 |
| Value | Count | Frequency (%) |
| -883.5423165 | 1 | |
| -883.528982 | 1 | |
| -883.4823482 | 1 | |
| -883.2043858 | 1 | |
| -883.1904127 | 1 | |
| -882.995539 | 1 | |
| -882.8266322 | 1 | |
| -882.6689661 | 1 | |
| -882.5282922 | 1 | |
| -882.4019447 | 1 |
| Value | Count | Frequency (%) |
| -373.152398 | 1 | |
| -373.0150815 | 1 | |
| -372.7563352 | 1 | |
| -369.7578019 | 1 | |
| -369.7464044 | 1 | |
| -368.1862297 | 1 | |
| -367.8124215 | 1 | |
| -367.5008224 | 1 | |
| -366.916855 | 1 | |
| -365.3396922 | 1 |
Ib
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 4158 | 3930 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | -102.75636 | -35.470323 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -796.38732 | -900.52695 |
| Maximum | 64.494205 | 889.78811 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 2697 | 1891 |
| Negative (%) | 64.9% | 48.1% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -796.38732 | -900.52695 |
| 5-th percentile | -620.60008 | -827.9214 |
| Q1 | -94.998198 | -234.46517 |
| median | -8.9382101 | 8.3203346 |
| Q3 | 6.0170729 | 93.27316 |
| 95-th percentile | 22.40597 | 783.56099 |
| Maximum | 64.494205 | 889.78811 |
| Range | 860.88152 | 1790.3151 |
| Interquartile range (IQR) | 101.01527 | 327.73833 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 201.07642 | 436.17255 |
| Coefficient of variation (CV) | -1.9568271 | -12.296831 |
| Kurtosis | 2.3405579 | -0.13415959 |
| Mean | -102.75636 | -35.470323 |
| Median Absolute Deviation (MAD) | 18.626656 | 103.5386 |
| Skewness | -1.8922849 | -0.051048103 |
| Sum | -427260.93 | -139398.37 |
| Variance | 40431.726 | 190246.49 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.60813154 | 1 | < 0.1% |
| 3.852566697 | 1 | < 0.1% |
| -612.845514 | 1 | < 0.1% |
| -76.52310404 | 1 | < 0.1% |
| -16.6917156 | 1 | < 0.1% |
| -40.79919848 | 1 | < 0.1% |
| -166.8114238 | 1 | < 0.1% |
| -105.3951638 | 1 | < 0.1% |
| -16.04446536 | 1 | < 0.1% |
| -91.1792952 | 1 | < 0.1% |
| Other values (4148) | 4148 |
| Value | Count | Frequency (%) |
| -8.276644654 | 1 | < 0.1% |
| -9.298758489 | 1 | < 0.1% |
| -835.6911905 | 1 | < 0.1% |
| 59.87858087 | 1 | < 0.1% |
| 47.23486834 | 1 | < 0.1% |
| 95.98592037 | 1 | < 0.1% |
| -535.8220613 | 1 | < 0.1% |
| 93.84033971 | 1 | < 0.1% |
| 93.78065787 | 1 | < 0.1% |
| 80.28453442 | 1 | < 0.1% |
| Other values (3920) | 3920 |
| Value | Count | Frequency (%) |
| -796.3873167 | 1 | |
| -796.1804068 | 1 | |
| -796.0312827 | 1 | |
| -795.6581618 | 1 | |
| -794.3248543 | 1 | |
| -794.2984454 | 1 | |
| -794.2718917 | 1 | |
| -793.6568852 | 1 | |
| -792.1151832 | 1 | |
| -791.8543834 | 1 |
| Value | Count | Frequency (%) |
| -900.5269515 | 1 | |
| -900.4454491 | 1 | |
| -900.1221424 | 1 | |
| -899.5329937 | 1 | |
| -899.1125735 | 1 | |
| -898.6803786 | 1 | |
| -895.89065 | 1 | |
| -893.7963013 | 1 | |
| -893.6234203 | 1 | |
| -893.2041033 | 1 |
| Value | Count | Frequency (%) |
| -900.5269515 | 1 | |
| -900.4454491 | 1 | |
| -900.1221424 | 1 | |
| -899.5329937 | 1 | |
| -899.1125735 | 1 | |
| -898.6803786 | 1 | |
| -895.89065 | 1 | |
| -893.7963013 | 1 | |
| -893.6234203 | 1 | |
| -893.2041033 | 1 |
| Value | Count | Frequency (%) |
| -796.3873167 | 1 | |
| -796.1804068 | 1 | |
| -796.0312827 | 1 | |
| -795.6581618 | 1 | |
| -794.3248543 | 1 | |
| -794.2984454 | 1 | |
| -794.2718917 | 1 | |
| -793.6568852 | 1 | |
| -792.1151832 | 1 | |
| -791.8543834 | 1 |
Ic
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 4158 | 3930 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 125.69964 | 28.157201 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -369.79094 | -883.35776 |
| Maximum | 647.4347 | 901.10116 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 359 | 2012 |
| Negative (%) | 8.6% | 51.2% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -369.79094 | -883.35776 |
| 5-th percentile | -9.8950489 | -722.03139 |
| Q1 | 9.5170263 | -62.836682 |
| median | 18.119403 | -3.709479 |
| Q3 | 216.97243 | 48.671071 |
| 95-th percentile | 550.88013 | 769.46561 |
| Maximum | 647.4347 | 901.10116 |
| Range | 1017.2256 | 1784.4589 |
| Interquartile range (IQR) | 207.4554 | 111.50775 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 176.4524 | 372.34153 |
| Coefficient of variation (CV) | 1.4037622 | 13.22367 |
| Kurtosis | 0.96504546 | 0.836743 |
| Mean | 125.69964 | 28.157201 |
| Median Absolute Deviation (MAD) | 30.526025 | 54.05621 |
| Skewness | 1.3184283 | 0.1208604 |
| Sum | 522659.09 | 110657.8 |
| Variance | 31135.448 | 138638.22 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.968115382 | 1 | < 0.1% |
| 210.0111872 | 1 | < 0.1% |
| 603.1327913 | 1 | < 0.1% |
| 15.41400328 | 1 | < 0.1% |
| 14.63043526 | 1 | < 0.1% |
| 58.901569 | 1 | < 0.1% |
| 249.6200692 | 1 | < 0.1% |
| 16.92556438 | 1 | < 0.1% |
| 118.033108 | 1 | < 0.1% |
| 306.0330578 | 1 | < 0.1% |
| Other values (4148) | 4148 |
| Value | Count | Frequency (%) |
| 30.78790205 | 1 | < 0.1% |
| 42.0242242 | 1 | < 0.1% |
| 667.0235437 | 1 | < 0.1% |
| 6.458693371 | 1 | < 0.1% |
| -87.80658173 | 1 | < 0.1% |
| -807.643661 | 1 | < 0.1% |
| -57.08988846 | 1 | < 0.1% |
| -40.28158418 | 1 | < 0.1% |
| -59.35910897 | 1 | < 0.1% |
| -88.00694076 | 1 | < 0.1% |
| Other values (3920) | 3920 |
| Value | Count | Frequency (%) |
| -369.7909376 | 1 | |
| -358.0527173 | 1 | |
| -346.3390674 | 1 | |
| -329.0608228 | 1 | |
| -319.1130771 | 1 | |
| -315.2555292 | 1 | |
| -309.8052793 | 1 | |
| -306.4682365 | 1 | |
| -297.4182071 | 1 | |
| -289.6131182 | 1 |
| Value | Count | Frequency (%) |
| -883.3577621 | 1 | |
| -883.3450602 | 1 | |
| -883.2003765 | 1 | |
| -883.1143563 | 1 | |
| -883.0008635 | 1 | |
| -882.7488998 | 1 | |
| -882.7292019 | 1 | |
| -882.5739576 | 1 | |
| -882.5692431 | 1 | |
| -882.5435312 | 1 |
| Value | Count | Frequency (%) |
| -883.3577621 | 1 | |
| -883.3450602 | 1 | |
| -883.2003765 | 1 | |
| -883.1143563 | 1 | |
| -883.0008635 | 1 | |
| -882.7488998 | 1 | |
| -882.7292019 | 1 | |
| -882.5739576 | 1 | |
| -882.5692431 | 1 | |
| -882.5435312 | 1 |
| Value | Count | Frequency (%) |
| -369.7909376 | 1 | |
| -358.0527173 | 1 | |
| -346.3390674 | 1 | |
| -329.0608228 | 1 | |
| -319.1130771 | 1 | |
| -315.2555292 | 1 | |
| -309.8052793 | 1 | |
| -306.4682365 | 1 | |
| -297.4182071 | 1 | |
| -289.6131182 | 1 |
Va
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 4158 | 3930 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.16409474 | -0.0039754245 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -1 | -0.62071235 |
| Maximum | 0.75869586 | 0.59534034 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 1442 | 1995 |
| Negative (%) | 34.7% | 50.8% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -1 | -0.62071235 |
| 5-th percentile | -0.37463317 | -0.54450974 |
| Q1 | -0.1360254 | -0.12146572 |
| median | 0.1805795 | -0.002057375 |
| Q3 | 0.47004287 | 0.1226282 |
| 95-th percentile | 0.69237954 | 0.51119453 |
| Maximum | 0.75869586 | 0.59534034 |
| Range | 1.7586959 | 1.2160527 |
| Interquartile range (IQR) | 0.60606826 | 0.24409392 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 0.36557151 | 0.29051216 |
| Coefficient of variation (CV) | 2.2278076 | -73.077017 |
| Kurtosis | -0.64662418 | -0.20267247 |
| Mean | 0.16409474 | -0.0039754245 |
| Median Absolute Deviation (MAD) | 0.3023207 | 0.12333617 |
| Skewness | -0.31751817 | -0.066168915 |
| Sum | 682.30593 | -15.623418 |
| Variance | 0.13364253 | 0.084397317 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.419107552 | 1 | < 0.1% |
| 0.14325861 | 1 | < 0.1% |
| 0.610311322 | 1 | < 0.1% |
| 0.207377317 | 1 | < 0.1% |
| 0.700962218 | 1 | < 0.1% |
| -0.348419741 | 1 | < 0.1% |
| 0.062498305 | 1 | < 0.1% |
| 0.51847537 | 1 | < 0.1% |
| 0.50245954 | 1 | < 0.1% |
| -0.039189176 | 1 | < 0.1% |
| Other values (4148) | 4148 |
| Value | Count | Frequency (%) |
| 0.522008592 | 1 | < 0.1% |
| 0.277322914 | 1 | < 0.1% |
| -0.033106261 | 1 | < 0.1% |
| 0.200642102 | 1 | < 0.1% |
| -0.331431991 | 1 | < 0.1% |
| 0.037998824 | 1 | < 0.1% |
| -0.042175068 | 1 | < 0.1% |
| -0.496784195 | 1 | < 0.1% |
| -0.596027131 | 1 | < 0.1% |
| -0.566470273 | 1 | < 0.1% |
| Other values (3920) | 3920 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -0.999699721 | 1 | |
| -0.999117634 | 1 | |
| -0.998403699 | 1 | |
| -0.997473801 | 1 | |
| -0.996148749 | 1 | |
| -0.993723758 | 1 | |
| -0.991303439 | 1 | |
| -0.98817554 | 1 | |
| -0.985051944 | 1 |
| Value | Count | Frequency (%) |
| -0.620712354 | 1 | |
| -0.620634095 | 1 | |
| -0.620370754 | 1 | |
| -0.620187923 | 1 | |
| -0.620152168 | 1 | |
| -0.61981096 | 1 | |
| -0.619708826 | 1 | |
| -0.619632234 | 1 | |
| -0.619536146 | 1 | |
| -0.619428737 | 1 |
| Value | Count | Frequency (%) |
| -0.620712354 | 1 | |
| -0.620634095 | 1 | |
| -0.620370754 | 1 | |
| -0.620187923 | 1 | |
| -0.620152168 | 1 | |
| -0.61981096 | 1 | |
| -0.619708826 | 1 | |
| -0.619632234 | 1 | |
| -0.619536146 | 1 | |
| -0.619428737 | 1 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -0.999699721 | 1 | |
| -0.999117634 | 1 | |
| -0.998403699 | 1 | |
| -0.997473801 | 1 | |
| -0.996148749 | 1 | |
| -0.993723758 | 1 | |
| -0.991303439 | 1 | |
| -0.98817554 | 1 | |
| -0.985051944 | 1 |
Vb
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 4158 | 3930 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | -0.31639113 | -0.0017718407 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -1 | -0.608016 |
| Maximum | 0.69294383 | 0.62787476 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 3343 | 1977 |
| Negative (%) | 80.4% | 50.3% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -1 | -0.608016 |
| 5-th percentile | -0.68968367 | -0.55611313 |
| Q1 | -0.5856388 | -0.16724858 |
| median | -0.42610265 | -0.0009568495 |
| Q3 | -0.17868983 | 0.14941854 |
| 95-th percentile | 0.50384967 | 0.58410245 |
| Maximum | 0.69294383 | 0.62787476 |
| Range | 1.6929438 | 1.2358908 |
| Interquartile range (IQR) | 0.40694897 | 0.31666712 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 0.36759012 | 0.31236482 |
| Coefficient of variation (CV) | -1.1618218 | -176.29396 |
| Kurtosis | 0.34900142 | -0.36801227 |
| Mean | -0.31639113 | -0.0017718407 |
| Median Absolute Deviation (MAD) | 0.17535666 | 0.15962968 |
| Skewness | 1.1492501 | 0.055986332 |
| Sum | -1315.5543 | -6.9633341 |
| Variance | 0.1351225 | 0.097571783 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.261384086 | 1 | < 0.1% |
| -0.424884039 | 1 | < 0.1% |
| -0.173091918 | 1 | < 0.1% |
| -0.641279641 | 1 | < 0.1% |
| -0.568160927 | 1 | < 0.1% |
| -0.248040935 | 1 | < 0.1% |
| -0.530619627 | 1 | < 0.1% |
| -0.697300117 | 1 | < 0.1% |
| -0.01951673 | 1 | < 0.1% |
| -0.585085262 | 1 | < 0.1% |
| Other values (4148) | 4148 |
| Value | Count | Frequency (%) |
| -0.490542889 | 1 | < 0.1% |
| -0.586686802 | 1 | < 0.1% |
| -0.006324113 | 1 | < 0.1% |
| -0.49934449 | 1 | < 0.1% |
| 0.624467589 | 1 | < 0.1% |
| -0.035147214 | 1 | < 0.1% |
| 0.329089007 | 1 | < 0.1% |
| -0.055046586 | 1 | < 0.1% |
| 0.169412366 | 1 | < 0.1% |
| 0.510145421 | 1 | < 0.1% |
| Other values (3920) | 3920 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -0.99975838 | 1 | |
| -0.999290001 | 1 | |
| -0.998715523 | 1 | |
| -0.997967271 | 1 | |
| -0.99690106 | 1 | |
| -0.994949625 | 1 | |
| -0.993001918 | 1 | |
| -0.990484833 | 1 | |
| -0.987971252 | 1 |
| Value | Count | Frequency (%) |
| -0.608016002 | 1 | |
| -0.607985768 | 1 | |
| -0.607709354 | 1 | |
| -0.606389426 | 1 | |
| -0.605916069 | 1 | |
| -0.605853549 | 1 | |
| -0.605853531 | 1 | |
| -0.605829118 | 1 | |
| -0.605592672 | 1 | |
| -0.605592648 | 1 |
| Value | Count | Frequency (%) |
| -0.608016002 | 1 | |
| -0.607985768 | 1 | |
| -0.607709354 | 1 | |
| -0.606389426 | 1 | |
| -0.605916069 | 1 | |
| -0.605853549 | 1 | |
| -0.605853531 | 1 | |
| -0.605829118 | 1 | |
| -0.605592672 | 1 | |
| -0.605592648 | 1 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -0.99975838 | 1 | |
| -0.999290001 | 1 | |
| -0.998715523 | 1 | |
| -0.997967271 | 1 | |
| -0.99690106 | 1 | |
| -0.994949625 | 1 | |
| -0.993001918 | 1 | |
| -0.990484833 | 1 | |
| -0.987971252 | 1 |
Vc
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 4157 | 3928 |
| Distinct (%) | > 99.9% | 99.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.085607939 | 0.0057472652 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -0.36026137 | -0.61270917 |
| Maximum | 1 | 0.60016665 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 1458 | 1878 |
| Negative (%) | 35.1% | 47.8% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | -0.36026137 | -0.61270917 |
| 5-th percentile | -0.33033752 | -0.53979499 |
| Q1 | -0.15009547 | -0.22323875 |
| median | 0.14458388 | 0.008102904 |
| Q3 | 0.29090525 | 0.24352956 |
| 95-th percentile | 0.37067933 | 0.54005022 |
| Maximum | 1 | 0.60016665 |
| Range | 1.3602614 | 1.2128758 |
| Interquartile range (IQR) | 0.44100072 | 0.46676831 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 0.25308454 | 0.3095659 |
| Coefficient of variation (CV) | 2.9563209 | 53.863166 |
| Kurtosis | -0.45094749 | -0.63151417 |
| Mean | 0.085607939 | 0.0057472652 |
| Median Absolute Deviation (MAD) | 0.17779348 | 0.23360402 |
| Skewness | -0.13082831 | -0.052038686 |
| Sum | 355.95781 | 22.586752 |
| Variance | 0.064051785 | 0.095831047 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.359801387 | 2 | < 0.1% |
| -0.337140579 | 1 | < 0.1% |
| 0.047566885 | 1 | < 0.1% |
| -0.320174883 | 1 | < 0.1% |
| 0.21516587 | 1 | < 0.1% |
| -0.321832014 | 1 | < 0.1% |
| -0.01056085 | 1 | < 0.1% |
| 0.306131163 | 1 | < 0.1% |
| 0.322884753 | 1 | < 0.1% |
| 0.158816697 | 1 | < 0.1% |
| Other values (4147) | 4147 |
| Value | Count | Frequency (%) |
| 0.324040405 | 2 | 0.1% |
| 0.313491296 | 2 | 0.1% |
| -0.031465703 | 1 | < 0.1% |
| -0.332708563 | 1 | < 0.1% |
| 0.039430375 | 1 | < 0.1% |
| 0.298702387 | 1 | < 0.1% |
| -0.293035598 | 1 | < 0.1% |
| -0.00285161 | 1 | < 0.1% |
| -0.286913939 | 1 | < 0.1% |
| 0.551830781 | 1 | < 0.1% |
| Other values (3918) | 3918 |
| Value | Count | Frequency (%) |
| -0.360261371 | 1 | |
| -0.360108762 | 1 | |
| -0.360041508 | 1 | |
| -0.360038974 | 1 | |
| -0.359891041 | 1 | |
| -0.359879689 | 1 | |
| -0.359877171 | 1 | |
| -0.359864837 | 1 | |
| -0.359838754 | 1 | |
| -0.359741275 | 1 |
| Value | Count | Frequency (%) |
| -0.612709171 | 1 | |
| -0.612695809 | 1 | |
| -0.612573035 | 1 | |
| -0.612452666 | 1 | |
| -0.612220641 | 1 | |
| -0.612205828 | 1 | |
| -0.612192515 | 1 | |
| -0.612146432 | 1 | |
| -0.612128295 | 1 | |
| -0.612030882 | 1 |
| Value | Count | Frequency (%) |
| -0.612709171 | 1 | |
| -0.612695809 | 1 | |
| -0.612573035 | 1 | |
| -0.612452666 | 1 | |
| -0.612220641 | 1 | |
| -0.612205828 | 1 | |
| -0.612192515 | 1 | |
| -0.612146432 | 1 | |
| -0.612128295 | 1 | |
| -0.612030882 | 1 |
| Value | Count | Frequency (%) |
| -0.360261371 | 1 | |
| -0.360108762 | 1 | |
| -0.360041508 | 1 | |
| -0.360038974 | 1 | |
| -0.359891041 | 1 | |
| -0.359879689 | 1 | |
| -0.359877171 | 1 | |
| -0.359864837 | 1 | |
| -0.359838754 | 1 | |
| -0.359741275 | 1 |
Fault
Real number (ℝ)
| Our Dataset | Collected Dataset | |
|---|---|---|
| Distinct | 12 | 6 |
| Distinct (%) | 0.3% | 0.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 776.90212 | 479.30687 |
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 1111 | 1111 |
| Zeros | 180 | 1182 |
| Zeros (%) | 4.3% | 30.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 32.6 KiB | 30.8 KiB |
Quantile statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 11 | 0 |
| Q1 | 111 | 0 |
| median | 1011 | 111 |
| Q3 | 1100 | 1011 |
| 95-th percentile | 1111 | 1111 |
| Maximum | 1111 | 1111 |
| Range | 1111 | 1111 |
| Interquartile range (IQR) | 989 | 1011 |
Descriptive statistics
| Our Dataset | Collected Dataset | |
|---|---|---|
| Standard deviation | 449.07358 | 492.82614 |
| Coefficient of variation (CV) | 0.5780311 | 1.0282059 |
| Kurtosis | -1.0741508 | -1.8826885 |
| Mean | 776.90212 | 479.30687 |
| Median Absolute Deviation (MAD) | 90 | 111 |
| Skewness | -0.93145702 | 0.26656783 |
| Sum | 3230359 | 1883676 |
| Variance | 201667.08 | 242877.61 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1001 | 712 | |
| 1100 | 617 | |
| 1011 | 541 | |
| 1110 | 496 | |
| 111 | 309 | |
| 101 | 277 | 6.7% |
| 1111 | 244 | 5.9% |
| 11 | 243 | 5.8% |
| 1101 | 243 | 5.8% |
| 0 | 180 | 4.3% |
| Other values (2) | 296 |
| Value | Count | Frequency (%) |
| 0 | 1182 | |
| 1011 | 567 | |
| 1111 | 566 | |
| 1001 | 565 | |
| 111 | 548 | |
| 110 | 502 |
| Value | Count | Frequency (%) |
| 0 | 180 | 4.3% |
| 11 | 243 | 5.8% |
| 101 | 277 | 6.7% |
| 110 | 179 | 4.3% |
| 111 | 309 | |
| 1001 | 712 | |
| 1010 | 117 | 2.8% |
| 1011 | 541 | |
| 1100 | 617 | |
| 1101 | 243 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 1182 | |
| 110 | 502 | |
| 111 | 548 | |
| 1001 | 565 | |
| 1011 | 567 | |
| 1111 | 566 |
| Value | Count | Frequency (%) |
| 0 | 1182 | |
| 110 | 502 | |
| 111 | 548 | |
| 1001 | 565 | |
| 1011 | 567 | |
| 1111 | 566 |
| Value | Count | Frequency (%) |
| 0 | 180 | 4.6% |
| 11 | 243 | 6.2% |
| 101 | 277 | 7.0% |
| 110 | 179 | 4.6% |
| 111 | 309 | |
| 1001 | 712 | |
| 1010 | 117 | 3.0% |
| 1011 | 541 | |
| 1100 | 617 | |
| 1101 | 243 | 6.2% |
Our Dataset
Collected Dataset
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Collected Dataset
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Our Dataset
| Ia | Ib | Ic | Va | Vb | Vc | Fault | G | C | B | A | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Ia | 1.000 | -0.362 | -0.213 | 0.223 | 0.553 | -0.547 | 0.059 | 0.201 | 0.453 | 0.257 | 0.719 |
| Ib | -0.362 | 1.000 | -0.375 | -0.511 | -0.194 | 0.505 | -0.177 | 0.055 | 0.138 | 0.663 | 0.169 |
| Ic | -0.213 | -0.375 | 1.000 | 0.305 | -0.244 | 0.004 | 0.351 | 0.109 | 0.846 | 0.319 | 0.411 |
| Va | 0.223 | -0.511 | 0.305 | 1.000 | -0.048 | -0.698 | 0.006 | 0.226 | 0.131 | 0.230 | 0.244 |
| Vb | 0.553 | -0.194 | -0.244 | -0.048 | 1.000 | -0.574 | 0.066 | 0.155 | 0.304 | 0.201 | 0.156 |
| Vc | -0.547 | 0.505 | 0.004 | -0.698 | -0.574 | 1.000 | -0.007 | 0.166 | 0.109 | 0.126 | 0.108 |
| Fault | 0.059 | -0.177 | 0.351 | 0.006 | 0.066 | -0.007 | 1.000 | 0.999 | 0.094 | 0.129 | 0.102 |
| G | 0.201 | 0.055 | 0.109 | 0.226 | 0.155 | 0.166 | 0.999 | 1.000 | 0.094 | 0.129 | 0.102 |
| C | 0.453 | 0.138 | 0.846 | 0.131 | 0.304 | 0.109 | 0.094 | 0.094 | 1.000 | 0.004 | 0.387 |
| B | 0.257 | 0.663 | 0.319 | 0.230 | 0.201 | 0.126 | 0.129 | 0.129 | 0.004 | 1.000 | 0.014 |
| A | 0.719 | 0.169 | 0.411 | 0.244 | 0.156 | 0.108 | 0.102 | 0.102 | 0.387 | 0.014 | 1.000 |
Collected Dataset
| Ia | Ib | Ic | Va | Vb | Vc | Fault | G | C | |
|---|---|---|---|---|---|---|---|---|---|
| Ia | 1.000 | -0.331 | -0.175 | 0.193 | -0.262 | 0.138 | 0.044 | 0.674 | 0.171 |
| Ib | -0.331 | 1.000 | -0.437 | -0.066 | 0.139 | -0.011 | -0.127 | 0.178 | 0.636 |
| Ic | -0.175 | -0.437 | 1.000 | 0.085 | -0.321 | 0.275 | 0.167 | 0.189 | 0.852 |
| Va | 0.193 | -0.066 | 0.085 | 1.000 | -0.444 | -0.349 | 0.035 | 0.454 | 0.374 |
| Vb | -0.262 | 0.139 | -0.321 | -0.444 | 1.000 | -0.615 | -0.060 | 0.225 | 0.783 |
| Vc | 0.138 | -0.011 | 0.275 | -0.349 | -0.615 | 1.000 | 0.026 | 0.539 | 0.532 |
| Fault | 0.044 | -0.127 | 0.167 | 0.035 | -0.060 | 0.026 | 1.000 | 0.999 | 0.137 |
| G | 0.674 | 0.178 | 0.189 | 0.454 | 0.225 | 0.539 | 0.999 | 1.000 | 0.137 |
| C | 0.171 | 0.636 | 0.852 | 0.374 | 0.783 | 0.532 | 0.137 | 0.137 | 1.000 |
Our Dataset
A simple visualization of nullity by column.
Collected Dataset
A simple visualization of nullity by column.
Our Dataset
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Collected Dataset
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Our Dataset
| G | C | B | A | Ia | Ib | Ic | Va | Vb | Vc | Fault | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | 1 | 1 | -18.576247 | 10.608132 | 7.968115 | 0.419108 | 0.261384 | -0.337141 | 111 |
| 1 | 0 | 1 | 1 | 1 | -215.885362 | -145.892855 | 361.778217 | 0.124267 | -0.557813 | 0.230202 | 111 |
| 2 | 1 | 0 | 0 | 1 | -117.837125 | -9.931499 | 15.018347 | 0.432955 | -0.692822 | 0.152097 | 1001 |
| 3 | 1 | 0 | 1 | 1 | -108.040483 | -29.856900 | 15.090557 | 0.168390 | -0.643969 | 0.253783 | 1011 |
| 4 | 0 | 1 | 0 | 1 | -128.696505 | 7.041020 | 121.656060 | -0.301509 | -0.601558 | 0.457441 | 101 |
| 5 | 1 | 0 | 0 | 1 | -119.853142 | -7.957060 | 14.672430 | 0.391464 | -0.689911 | 0.170513 | 1001 |
| 6 | 1 | 0 | 0 | 1 | -37.258056 | 19.724311 | 17.533745 | -0.234817 | -0.392539 | 0.316783 | 1001 |
| 7 | 1 | 1 | 1 | 1 | -114.248003 | -0.655734 | 114.903738 | -0.155051 | -0.345502 | 0.254026 | 1111 |
| 8 | 0 | 1 | 1 | 1 | -59.312469 | 3.663499 | 55.648971 | -0.057220 | -0.238361 | 0.151357 | 111 |
| 9 | 0 | 1 | 0 | 1 | -330.021027 | -6.581279 | 336.605716 | 0.576155 | -0.504196 | -0.014710 | 101 |
Collected Dataset
| G | C | Ia | Ib | Ic | Va | Vb | Vc | Fault | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | -25.966805 | -8.276645 | 30.787902 | 0.522009 | -0.490543 | -0.031466 | 0 |
| 1 | 1 | 0 | 827.929307 | 65.235107 | -14.917177 | -0.181270 | -0.008740 | 0.190010 | 1001 |
| 2 | 0 | 0 | -26.291415 | 92.247084 | -68.853681 | -0.616093 | 0.276685 | 0.339408 | 0 |
| 3 | 1 | 0 | 849.642844 | -273.265642 | 25.528055 | 0.027473 | -0.338933 | 0.311460 | 1011 |
| 4 | 0 | 0 | -48.676854 | 95.332992 | -49.778235 | -0.551966 | 0.048705 | 0.503261 | 0 |
| 5 | 0 | 0 | 51.517464 | -10.542698 | -44.399443 | 0.283664 | 0.329032 | -0.612696 | 0 |
| 6 | 1 | 0 | -239.190101 | 31.528550 | -48.492203 | -0.347816 | 0.604109 | -0.256294 | 1001 |
| 7 | 0 | 1 | -51.634611 | -737.145874 | 790.862264 | -0.038638 | 0.004274 | 0.034364 | 111 |
| 8 | 0 | 1 | 56.519392 | -439.316108 | 385.442111 | 0.300208 | 0.036604 | -0.336811 | 110 |
| 9 | 1 | 0 | 366.655268 | 65.136839 | -44.599408 | -0.368229 | 0.428997 | -0.060768 | 1001 |
Our Dataset
| G | C | B | A | Ia | Ib | Ic | Va | Vb | Vc | Fault | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 4148 | 1 | 0 | 1 | 1 | -94.756646 | 27.736121 | 7.028309 | -0.286973 | -0.380541 | 0.335599 | 1011 |
| 4149 | 1 | 1 | 1 | 1 | -50.476088 | -574.567348 | 625.043436 | 0.521277 | -0.305877 | -0.091415 | 1111 |
| 4150 | 0 | 1 | 0 | 1 | -254.639472 | -0.919287 | 255.561767 | 0.238683 | -0.572573 | 0.182917 | 101 |
| 4151 | 1 | 1 | 1 | 1 | -18.142536 | 10.615499 | 7.527037 | 0.425826 | 0.267179 | -0.343379 | 1111 |
| 4152 | 0 | 0 | 1 | 1 | -18.017545 | 10.608366 | 7.409179 | -0.344702 | -0.373470 | 0.359652 | 11 |
| 4153 | 1 | 1 | 0 | 1 | -72.781280 | -14.034463 | 312.929925 | 0.614483 | -0.134003 | -0.225504 | 1101 |
| 4154 | 1 | 1 | 0 | 0 | -6.485260 | 1.166320 | 211.330212 | 0.309291 | -0.581005 | 0.153385 | 1100 |
| 4155 | 1 | 1 | 1 | 1 | -159.179680 | -27.476797 | 186.656477 | -0.233517 | -0.558403 | 0.402356 | 1111 |
| 4156 | 0 | 1 | 1 | 0 | -18.067130 | -10.391042 | 28.458172 | -0.419489 | -0.216547 | 0.314023 | 110 |
| 4157 | 1 | 0 | 1 | 1 | -74.703484 | 34.473045 | 13.753214 | -0.099021 | -0.517711 | 0.316609 | 1011 |
Collected Dataset
| G | C | Ia | Ib | Ic | Va | Vb | Vc | Fault | |
|---|---|---|---|---|---|---|---|---|---|
| 3920 | 0 | 0 | 21.381226 | 66.679004 | -91.204911 | -0.475572 | 0.589884 | -0.114312 | 0 |
| 3921 | 1 | 0 | -441.721842 | 14.776044 | -44.010296 | -0.297160 | 0.596760 | -0.299600 | 1001 |
| 3922 | 1 | 0 | -686.380032 | -86.126672 | -37.694980 | -0.010491 | 0.356343 | -0.345853 | 1011 |
| 3923 | 1 | 0 | -392.874324 | -478.423453 | -56.213954 | -0.042355 | 0.342432 | -0.300077 | 1011 |
| 3924 | 0 | 0 | 8.840961 | -26.770697 | 14.614046 | 0.590567 | -0.246677 | -0.343890 | 0 |
| 3925 | 1 | 1 | -642.903092 | 274.470331 | 369.134200 | 0.029225 | 0.016884 | -0.046110 | 1111 |
| 3926 | 0 | 0 | 24.299987 | 62.873731 | -90.200680 | -0.456111 | 0.598154 | -0.142043 | 0 |
| 3927 | 1 | 0 | 872.028672 | -429.277453 | 15.356025 | 0.021079 | -0.302282 | 0.281203 | 1011 |
| 3928 | 0 | 0 | -54.169682 | 92.261005 | -41.093371 | -0.512467 | -0.028124 | 0.540591 | 0 |
| 3929 | 0 | 1 | 12.748262 | 525.428472 | -535.472064 | 0.459588 | 0.029300 | -0.488888 | 110 |
Our Dataset
| G | C | B | A | Ia | Ib | Ic | Va | Vb | Vc | Fault | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | ||||||||||||
Collected Dataset
| G | C | Ia | Ib | Ic | Va | Vb | Vc | Fault | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | ||||||||||